Dataset statistics
| Number of variables | 23 |
|---|---|
| Number of observations | 3664 |
| Missing cells | 6752 |
| Missing cells (%) | 8.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 2.2 MiB |
| Average record size in memory | 631.8 B |
Variable types
| Categorical | 13 |
|---|---|
| Numeric | 10 |
society has a high cardinality: 674 distinct values | High cardinality |
sector has a high cardinality: 115 distinct values | High cardinality |
areaWithType has a high cardinality: 2349 distinct values | High cardinality |
price is highly correlated with price_per_sqft and 7 other fields | High correlation |
price_per_sqft is highly correlated with price | High correlation |
area is highly correlated with price and 6 other fields | High correlation |
bedRoom is highly correlated with price and 4 other fields | High correlation |
bathroom is highly correlated with price and 5 other fields | High correlation |
super_built_up_area is highly correlated with price and 6 other fields | High correlation |
built_up_area is highly correlated with price and 3 other fields | High correlation |
carpet_area is highly correlated with price and 5 other fields | High correlation |
servant room is highly correlated with price and 3 other fields | High correlation |
price is highly correlated with bedRoom and 2 other fields | High correlation |
area is highly correlated with super_built_up_area and 2 other fields | High correlation |
bedRoom is highly correlated with price and 2 other fields | High correlation |
bathroom is highly correlated with price and 2 other fields | High correlation |
super_built_up_area is highly correlated with price and 6 other fields | High correlation |
built_up_area is highly correlated with area and 2 other fields | High correlation |
carpet_area is highly correlated with area and 2 other fields | High correlation |
servant room is highly correlated with super_built_up_area | High correlation |
price is highly correlated with price_per_sqft and 4 other fields | High correlation |
price_per_sqft is highly correlated with price | High correlation |
area is highly correlated with price and 5 other fields | High correlation |
bedRoom is highly correlated with price and 3 other fields | High correlation |
bathroom is highly correlated with price and 5 other fields | High correlation |
super_built_up_area is highly correlated with price and 6 other fields | High correlation |
built_up_area is highly correlated with area and 2 other fields | High correlation |
carpet_area is highly correlated with area and 3 other fields | High correlation |
servant room is highly correlated with bathroom and 1 other fields | High correlation |
property_type is highly correlated with price and 3 other fields | High correlation |
price is highly correlated with property_type and 3 other fields | High correlation |
area is highly correlated with built_up_area and 1 other fields | High correlation |
bedRoom is highly correlated with property_type and 4 other fields | High correlation |
bathroom is highly correlated with property_type and 5 other fields | High correlation |
balcony is highly correlated with bathroom | High correlation |
floorNum is highly correlated with property_type | High correlation |
super_built_up_area is highly correlated with price and 3 other fields | High correlation |
built_up_area is highly correlated with area | High correlation |
carpet_area is highly correlated with area | High correlation |
servant room is highly correlated with bedRoom and 2 other fields | High correlation |
facing has 1042 (28.4%) missing values | Missing |
super_built_up_area has 1788 (48.8%) missing values | Missing |
built_up_area has 1988 (54.3%) missing values | Missing |
carpet_area has 1793 (48.9%) missing values | Missing |
luxury_score has 121 (3.3%) missing values | Missing |
area is highly skewed (γ1 = 29.7471759) | Skewed |
built_up_area is highly skewed (γ1 = 40.54726143) | Skewed |
carpet_area is highly skewed (γ1 = 24.32687466) | Skewed |
floorNum has 129 (3.5%) zeros | Zeros |
luxury_score has 429 (11.7%) zeros | Zeros |
Reproduction
| Analysis started | 2024-03-23 18:55:03.917080 |
|---|---|
| Analysis finished | 2024-03-23 18:55:15.839375 |
| Duration | 11.92 seconds |
| Software version | pandas-profiling v3.1.0 |
| Download configuration | config.json |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 247.7 KiB |
| flat | |
|---|---|
| house |
Length
| Max length | 5 |
|---|---|
| Median length | 4 |
| Mean length | 4.230076419 |
| Min length | 4 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | flat |
|---|---|
| 2nd row | flat |
| 3rd row | flat |
| 4th row | flat |
| 5th row | flat |
Common Values
| Value | Count | Frequency (%) |
| flat | 2821 | |
| house | 843 | 23.0% |
Length
Pie chart
| Value | Count | Frequency (%) |
| flat | 2821 | |
| house | 843 | 23.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 674 |
|---|---|
| Distinct (%) | 18.4% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 292.9 KiB |
| independent | |
|---|---|
| tulip violet | 75 |
| ss the leaf | 73 |
| shapoorji pallonji joyville gurugram | 42 |
| dlf new town heights | 42 |
| Other values (669) |
Length
| Max length | 49 |
|---|---|
| Median length | 16 |
| Mean length | 16.87769588 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 307 ? |
|---|---|
| Unique (%) | 8.4% |
Sample
| 1st row | maa bhagwati residency |
|---|---|
| 2nd row | apna enclave |
| 3rd row | tulsiani easy in homes |
| 4th row | smart world orchard |
| 5th row | parkwood westend |
Common Values
| Value | Count | Frequency (%) |
| independent | 481 | 13.1% |
| tulip violet | 75 | 2.0% |
| ss the leaf | 73 | 2.0% |
| shapoorji pallonji joyville gurugram | 42 | 1.1% |
| dlf new town heights | 42 | 1.1% |
| signature global park | 35 | 1.0% |
| shree vardhman victoria | 34 | 0.9% |
| smart world orchard | 33 | 0.9% |
| emaar mgf emerald floors premier | 32 | 0.9% |
| paras dews | 31 | 0.8% |
| Other values (664) | 2785 |
Length
| Value | Count | Frequency (%) |
| independent | 486 | 5.0% |
| the | 350 | 3.6% |
| dlf | 219 | 2.3% |
| park | 211 | 2.2% |
| city | 163 | 1.7% |
| m3m | 152 | 1.6% |
| global | 152 | 1.6% |
| emaar | 151 | 1.6% |
| signature | 149 | 1.5% |
| heights | 134 | 1.4% |
| Other values (783) | 7482 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 115 |
|---|---|
| Distinct (%) | 3.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 265.9 KiB |
| sohna road | 154 |
|---|---|
| sector 85 | 108 |
| sector 102 | 106 |
| sector 92 | 100 |
| sector 69 | 93 |
| Other values (110) |
Length
| Max length | 26 |
|---|---|
| Median length | 9 |
| Mean length | 9.31441048 |
| Min length | 3 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | sector 7 |
|---|---|
| 2nd row | sector 3 |
| 3rd row | sohna road |
| 4th row | sector 61 |
| 5th row | sector 92 |
Common Values
| Value | Count | Frequency (%) |
| sohna road | 154 | 4.2% |
| sector 85 | 108 | 2.9% |
| sector 102 | 106 | 2.9% |
| sector 92 | 100 | 2.7% |
| sector 69 | 93 | 2.5% |
| sector 90 | 89 | 2.4% |
| sector 65 | 87 | 2.4% |
| sector 81 | 87 | 2.4% |
| sector 109 | 86 | 2.3% |
| sector 79 | 75 | 2.0% |
| Other values (105) | 2679 |
Length
| Value | Count | Frequency (%) |
| sector | 3436 | |
| road | 178 | 2.4% |
| sohna | 166 | 2.3% |
| 85 | 108 | 1.5% |
| 102 | 106 | 1.4% |
| 92 | 100 | 1.4% |
| 69 | 93 | 1.3% |
| 90 | 89 | 1.2% |
| 65 | 87 | 1.2% |
| 81 | 87 | 1.2% |
| Other values (107) | 2904 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 473 |
|---|---|
| Distinct (%) | 12.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.533247817 |
| Minimum | 0.07 |
|---|---|
| Maximum | 31.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.2 KiB |
Quantile statistics
| Minimum | 0.07 |
|---|---|
| 5-th percentile | 0.37 |
| Q1 | 0.95 |
| median | 1.525 |
| Q3 | 2.75 |
| 95-th percentile | 8.5 |
| Maximum | 31.5 |
| Range | 31.43 |
| Interquartile range (IQR) | 1.8 |
Descriptive statistics
| Standard deviation | 2.979057741 |
|---|---|
| Coefficient of variation (CV) | 1.175983542 |
| Kurtosis | 14.95329399 |
| Mean | 2.533247817 |
| Median Absolute Deviation (MAD) | 0.725 |
| Skewness | 3.281159259 |
| Sum | 9281.82 |
| Variance | 8.874785026 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.25 | 80 | 2.2% |
| 1.5 | 64 | 1.7% |
| 1.2 | 64 | 1.7% |
| 0.9 | 63 | 1.7% |
| 1.1 | 62 | 1.7% |
| 1.4 | 61 | 1.7% |
| 1.3 | 57 | 1.6% |
| 0.95 | 52 | 1.4% |
| 2 | 52 | 1.4% |
| 1.6 | 48 | 1.3% |
| Other values (463) | 3061 |
| Value | Count | Frequency (%) |
| 0.07 | 1 | < 0.1% |
| 0.16 | 1 | < 0.1% |
| 0.17 | 1 | < 0.1% |
| 0.19 | 1 | < 0.1% |
| 0.2 | 8 | |
| 0.21 | 6 | |
| 0.22 | 8 | |
| 0.23 | 1 | < 0.1% |
| 0.24 | 6 | |
| 0.25 | 11 |
| Value | Count | Frequency (%) |
| 31.5 | 1 | < 0.1% |
| 27.5 | 1 | < 0.1% |
| 26 | 2 | |
| 25 | 1 | < 0.1% |
| 24 | 1 | < 0.1% |
| 23 | 1 | < 0.1% |
| 22 | 1 | < 0.1% |
| 20 | 3 | |
| 19.5 | 2 | |
| 19 | 3 |
| Distinct | 2651 |
|---|---|
| Distinct (%) | 72.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13895.28111 |
| Minimum | 4 |
|---|---|
| Maximum | 600000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.2 KiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 4716.15 |
| Q1 | 6818 |
| median | 9022 |
| Q3 | 13888.25 |
| 95-th percentile | 33333 |
| Maximum | 600000 |
| Range | 599996 |
| Interquartile range (IQR) | 7070.25 |
Descriptive statistics
| Standard deviation | 23197.75796 |
|---|---|
| Coefficient of variation (CV) | 1.669470216 |
| Kurtosis | 187.1181187 |
| Mean | 13895.28111 |
| Median Absolute Deviation (MAD) | 2797.5 |
| Skewness | 11.44256221 |
| Sum | 50912310 |
| Variance | 538135974.4 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10000 | 27 | 0.7% |
| 8000 | 19 | 0.5% |
| 5000 | 17 | 0.5% |
| 12500 | 14 | 0.4% |
| 11111 | 13 | 0.4% |
| 6666 | 13 | 0.4% |
| 22222 | 13 | 0.4% |
| 8333 | 12 | 0.3% |
| 7500 | 12 | 0.3% |
| 6000 | 11 | 0.3% |
| Other values (2641) | 3513 |
| Value | Count | Frequency (%) |
| 4 | 1 | |
| 5 | 1 | |
| 7 | 1 | |
| 9 | 1 | |
| 53 | 1 | |
| 57 | 1 | |
| 58 | 2 | |
| 60 | 1 | |
| 61 | 1 | |
| 79 | 1 |
| Value | Count | Frequency (%) |
| 600000 | 1 | |
| 400000 | 1 | |
| 315789 | 1 | |
| 308333 | 1 | |
| 290948 | 1 | |
| 283333 | 1 | |
| 266666 | 1 | |
| 261194 | 1 | |
| 245398 | 1 | |
| 241666 | 1 |
| Distinct | 1312 |
|---|---|
| Distinct (%) | 35.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2886.718068 |
| Minimum | 50 |
|---|---|
| Maximum | 875000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.2 KiB |
Quantile statistics
| Minimum | 50 |
|---|---|
| 5-th percentile | 519 |
| Q1 | 1232.25 |
| median | 1731.5 |
| Q3 | 2300 |
| 95-th percentile | 4244.35 |
| Maximum | 875000 |
| Range | 874950 |
| Interquartile range (IQR) | 1067.75 |
Descriptive statistics
| Standard deviation | 23154.90955 |
|---|---|
| Coefficient of variation (CV) | 8.021188423 |
| Kurtosis | 943.0595069 |
| Mean | 2886.718068 |
| Median Absolute Deviation (MAD) | 531.5 |
| Skewness | 29.7471759 |
| Sum | 10576935 |
| Variance | 536149836.1 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1650 | 54 | 1.5% |
| 1350 | 48 | 1.3% |
| 1800 | 47 | 1.3% |
| 3240 | 43 | 1.2% |
| 1950 | 43 | 1.2% |
| 2700 | 39 | 1.1% |
| 900 | 38 | 1.0% |
| 2000 | 33 | 0.9% |
| 2250 | 25 | 0.7% |
| 2400 | 23 | 0.6% |
| Other values (1302) | 3271 |
| Value | Count | Frequency (%) |
| 50 | 4 | |
| 55 | 1 | < 0.1% |
| 56 | 1 | < 0.1% |
| 57 | 1 | < 0.1% |
| 60 | 2 | |
| 61 | 1 | < 0.1% |
| 67 | 2 | |
| 70 | 1 | < 0.1% |
| 72 | 1 | < 0.1% |
| 76 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 875000 | 1 | |
| 642857 | 1 | |
| 620000 | 1 | |
| 566667 | 1 | |
| 215517 | 1 | |
| 98978 | 1 | |
| 82781 | 1 | |
| 65517 | 2 | |
| 65261 | 1 | |
| 58228 | 1 |
| Distinct | 2349 |
|---|---|
| Distinct (%) | 64.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 426.8 KiB |
| Plot area 360(301.01 sq.m.) | 36 |
|---|---|
| Plot area 300(250.84 sq.m.) | 26 |
| Plot area 200(167.23 sq.m.) | 19 |
| Plot area 502(419.74 sq.m.) | 18 |
| Super Built up area 1950(181.16 sq.m.)Carpet area: 1161 sq.ft. (107.86 sq.m.) | 17 |
| Other values (2344) |
Length
| Max length | 124 |
|---|---|
| Median length | 38 |
| Mean length | 54.28848253 |
| Min length | 12 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 1843 ? |
|---|---|
| Unique (%) | 50.3% |
Sample
| 1st row | Carpet area: 900 (83.61 sq.m.) |
|---|---|
| 2nd row | Carpet area: 650 (60.39 sq.m.) |
| 3rd row | Carpet area: 595 (55.28 sq.m.) |
| 4th row | Carpet area: 1200 (111.48 sq.m.) |
| 5th row | Super Built up area 1345(124.95 sq.m.) |
Common Values
| Value | Count | Frequency (%) |
| Plot area 360(301.01 sq.m.) | 36 | 1.0% |
| Plot area 300(250.84 sq.m.) | 26 | 0.7% |
| Plot area 200(167.23 sq.m.) | 19 | 0.5% |
| Plot area 502(419.74 sq.m.) | 18 | 0.5% |
| Super Built up area 1950(181.16 sq.m.)Carpet area: 1161 sq.ft. (107.86 sq.m.) | 17 | 0.5% |
| Super Built up area 1578(146.6 sq.m.) | 17 | 0.5% |
| Plot area 270(225.75 sq.m.) | 16 | 0.4% |
| Super Built up area 1350(125.42 sq.m.) | 15 | 0.4% |
| Super Built up area 1650(153.29 sq.m.)Carpet area: 1022.58 sq.ft. (95 sq.m.) | 14 | 0.4% |
| Super Built up area 2010(186.74 sq.m.) | 14 | 0.4% |
| Other values (2339) | 3472 |
Length
| Value | Count | Frequency (%) |
| area | 5556 | |
| sq.m | 3642 | |
| up | 3018 | 10.0% |
| built | 2317 | 7.7% |
| super | 1876 | 6.2% |
| sq.ft | 1752 | 5.8% |
| sq.m.)carpet | 1184 | 3.9% |
| sq.m.)built | 699 | 2.3% |
| carpet | 683 | 2.3% |
| plot | 667 | 2.2% |
| Other values (2840) | 8674 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 19 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.347434498 |
| Minimum | 1 |
|---|---|
| Maximum | 21 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 6 |
| Maximum | 21 |
| Range | 20 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.879143679 |
|---|---|
| Coefficient of variation (CV) | 0.5613683197 |
| Kurtosis | 18.52566211 |
| Mean | 3.347434498 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 3.502396113 |
| Sum | 12265 |
| Variance | 3.531180968 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 1499 | |
| 2 | 941 | |
| 4 | 659 | |
| 5 | 200 | 5.5% |
| 1 | 124 | 3.4% |
| 6 | 73 | 2.0% |
| 9 | 40 | 1.1% |
| 8 | 30 | 0.8% |
| 7 | 28 | 0.8% |
| 12 | 27 | 0.7% |
| Other values (9) | 43 | 1.2% |
| Value | Count | Frequency (%) |
| 1 | 124 | 3.4% |
| 2 | 941 | |
| 3 | 1499 | |
| 4 | 659 | |
| 5 | 200 | 5.5% |
| 6 | 73 | 2.0% |
| 7 | 28 | 0.8% |
| 8 | 30 | 0.8% |
| 9 | 40 | 1.1% |
| 10 | 20 | 0.5% |
| Value | Count | Frequency (%) |
| 21 | 1 | < 0.1% |
| 20 | 1 | < 0.1% |
| 19 | 2 | 0.1% |
| 18 | 2 | 0.1% |
| 16 | 11 | |
| 14 | 1 | < 0.1% |
| 13 | 4 | 0.1% |
| 12 | 27 | |
| 11 | 1 | < 0.1% |
| 10 | 20 |
| Distinct | 19 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.41239083 |
| Minimum | 1 |
|---|---|
| Maximum | 21 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 6 |
| Maximum | 21 |
| Range | 20 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.928271315 |
|---|---|
| Coefficient of variation (CV) | 0.5650792688 |
| Kurtosis | 17.92003729 |
| Mean | 3.41239083 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 3.26707989 |
| Sum | 12503 |
| Variance | 3.718230264 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 1079 | |
| 2 | 1046 | |
| 4 | 818 | |
| 5 | 289 | 7.9% |
| 1 | 155 | 4.2% |
| 6 | 117 | 3.2% |
| 9 | 40 | 1.1% |
| 7 | 38 | 1.0% |
| 8 | 24 | 0.7% |
| 12 | 21 | 0.6% |
| Other values (9) | 37 | 1.0% |
| Value | Count | Frequency (%) |
| 1 | 155 | 4.2% |
| 2 | 1046 | |
| 3 | 1079 | |
| 4 | 818 | |
| 5 | 289 | 7.9% |
| 6 | 117 | 3.2% |
| 7 | 38 | 1.0% |
| 8 | 24 | 0.7% |
| 9 | 40 | 1.1% |
| 10 | 9 | 0.2% |
| Value | Count | Frequency (%) |
| 21 | 1 | < 0.1% |
| 20 | 3 | 0.1% |
| 18 | 4 | 0.1% |
| 17 | 3 | 0.1% |
| 16 | 7 | 0.2% |
| 14 | 2 | 0.1% |
| 13 | 4 | 0.1% |
| 12 | 21 | |
| 11 | 4 | 0.1% |
| 10 | 9 |
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 237.3 KiB |
| 3+ | |
|---|---|
| 3 | |
| 2 | |
| 1 | |
| 0 |
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.316866812 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 3 |
| 4th row | 2 |
| 5th row | 3 |
Common Values
| Value | Count | Frequency (%) |
| 3+ | 1161 | |
| 3 | 1074 | |
| 2 | 884 | |
| 1 | 364 | 9.9% |
| 0 | 181 | 4.9% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 3 | 2235 | |
| 2 | 884 | 24.1% |
| 1 | 364 | 9.9% |
| 0 | 181 | 4.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 43 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 19 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.815363512 |
| Minimum | 0 |
|---|---|
| Maximum | 51 |
| Zeros | 129 |
| Zeros (%) | 3.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 5 |
| Q3 | 10 |
| 95-th percentile | 18 |
| Maximum | 51 |
| Range | 51 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 6.02402662 |
|---|---|
| Coefficient of variation (CV) | 0.8838892613 |
| Kurtosis | 4.478673001 |
| Mean | 6.815363512 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 1.687804208 |
| Sum | 24842 |
| Variance | 36.28889672 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 493 | |
| 2 | 490 | |
| 1 | 350 | 9.6% |
| 4 | 312 | 8.5% |
| 8 | 195 | 5.3% |
| 6 | 183 | 5.0% |
| 10 | 179 | 4.9% |
| 7 | 176 | 4.8% |
| 5 | 169 | 4.6% |
| 9 | 161 | 4.4% |
| Other values (33) | 937 |
| Value | Count | Frequency (%) |
| 0 | 129 | 3.5% |
| 1 | 350 | |
| 2 | 490 | |
| 3 | 493 | |
| 4 | 312 | |
| 5 | 169 | 4.6% |
| 6 | 183 | 5.0% |
| 7 | 176 | 4.8% |
| 8 | 195 | 5.3% |
| 9 | 161 | 4.4% |
| Value | Count | Frequency (%) |
| 51 | 1 | < 0.1% |
| 45 | 1 | < 0.1% |
| 44 | 1 | < 0.1% |
| 43 | 2 | |
| 40 | 1 | < 0.1% |
| 39 | 2 | |
| 38 | 1 | < 0.1% |
| 35 | 2 | |
| 34 | 2 | |
| 33 | 4 |
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 1042 |
| Missing (%) | 28.4% |
| Memory size | 224.6 KiB |
| East | |
|---|---|
| North-East | |
| North | |
| West | |
| South | |
| Other values (3) |
Length
| Max length | 10 |
|---|---|
| Median length | 5 |
| Mean length | 6.837147216 |
| Min length | 4 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | West |
|---|---|
| 2nd row | West |
| 3rd row | North-East |
| 4th row | South-East |
| 5th row | North-East |
Common Values
| Value | Count | Frequency (%) |
| East | 621 | |
| North-East | 621 | |
| North | 386 | 10.5% |
| West | 247 | 6.7% |
| South | 231 | 6.3% |
| North-West | 192 | 5.2% |
| South-East | 171 | 4.7% |
| South-West | 153 | 4.2% |
| (Missing) | 1042 |
Length
Pie chart
| Value | Count | Frequency (%) |
| east | 621 | |
| north-east | 621 | |
| north | 386 | |
| west | 247 | 9.4% |
| south | 231 | 8.8% |
| north-west | 192 | 7.3% |
| south-east | 171 | 6.5% |
| south-west | 153 | 5.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
agePossession
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 279.2 KiB |
| Relatively New | |
|---|---|
| New Property | |
| Moderately Old | |
| Undefined | |
| Old Property |
Length
| Max length | 18 |
|---|---|
| Median length | 14 |
| Mean length | 13.04012009 |
| Min length | 9 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Relatively New |
|---|---|
| 2nd row | Old Property |
| 3rd row | New Property |
| 4th row | Undefined |
| 5th row | Under Construction |
Common Values
| Value | Count | Frequency (%) |
| Relatively New | 1640 | |
| New Property | 591 | 16.1% |
| Moderately Old | 558 | 15.2% |
| Undefined | 447 | 12.2% |
| Old Property | 302 | 8.2% |
| Under Construction | 126 | 3.4% |
Length
Pie chart
| Value | Count | Frequency (%) |
| new | 2231 | |
| relatively | 1640 | |
| property | 893 | |
| old | 860 | 12.5% |
| moderately | 558 | 8.1% |
| undefined | 447 | 6.5% |
| under | 126 | 1.8% |
| construction | 126 | 1.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
super_built_up_area
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 593 |
|---|---|
| Distinct (%) | 31.6% |
| Missing | 1788 |
| Missing (%) | 48.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1924.557862 |
| Minimum | 89 |
|---|---|
| Maximum | 10000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.2 KiB |
Quantile statistics
| Minimum | 89 |
|---|---|
| 5-th percentile | 762.75 |
| Q1 | 1478.75 |
| median | 1828 |
| Q3 | 2215 |
| 95-th percentile | 3185 |
| Maximum | 10000 |
| Range | 9911 |
| Interquartile range (IQR) | 736.25 |
Descriptive statistics
| Standard deviation | 764.5355006 |
|---|---|
| Coefficient of variation (CV) | 0.3972525407 |
| Kurtosis | 10.32736574 |
| Mean | 1924.557862 |
| Median Absolute Deviation (MAD) | 372 |
| Skewness | 1.833052855 |
| Sum | 3610470.55 |
| Variance | 584514.5316 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1650 | 37 | 1.0% |
| 1950 | 37 | 1.0% |
| 2000 | 25 | 0.7% |
| 1578 | 25 | 0.7% |
| 1640 | 22 | 0.6% |
| 2150 | 22 | 0.6% |
| 1900 | 19 | 0.5% |
| 2408 | 19 | 0.5% |
| 1930 | 18 | 0.5% |
| 2812 | 17 | 0.5% |
| Other values (583) | 1635 | |
| (Missing) | 1788 |
| Value | Count | Frequency (%) |
| 89 | 1 | |
| 145 | 1 | |
| 161 | 1 | |
| 215 | 1 | |
| 216 | 1 | |
| 325 | 1 | |
| 340 | 1 | |
| 352 | 1 | |
| 380 | 1 | |
| 406 | 1 |
| Value | Count | Frequency (%) |
| 10000 | 1 | |
| 6926 | 1 | |
| 6000 | 1 | |
| 5800 | 2 | |
| 5514 | 1 | |
| 5350 | 2 | |
| 5200 | 2 | |
| 4890 | 1 | |
| 4857 | 1 | |
| 4848 | 2 |
built_up_area
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGSKEWED| Distinct | 641 |
|---|---|
| Distinct (%) | 38.2% |
| Missing | 1988 |
| Missing (%) | 54.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2385.206461 |
| Minimum | 2 |
|---|---|
| Maximum | 737147 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.2 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 240.75 |
| Q1 | 1113.5 |
| median | 1650 |
| Q3 | 2400 |
| 95-th percentile | 4657.5 |
| Maximum | 737147 |
| Range | 737145 |
| Interquartile range (IQR) | 1286.5 |
Descriptive statistics
| Standard deviation | 18016.18433 |
|---|---|
| Coefficient of variation (CV) | 7.553301828 |
| Kurtosis | 1654.580198 |
| Mean | 2385.206461 |
| Median Absolute Deviation (MAD) | 605 |
| Skewness | 40.54726143 |
| Sum | 3997606.029 |
| Variance | 324582897.6 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1800 | 41 | 1.1% |
| 3240 | 37 | 1.0% |
| 1900 | 34 | 0.9% |
| 1350 | 33 | 0.9% |
| 2700 | 32 | 0.9% |
| 900 | 28 | 0.8% |
| 1600 | 26 | 0.7% |
| 1300 | 24 | 0.7% |
| 2000 | 24 | 0.7% |
| 1700 | 23 | 0.6% |
| Other values (631) | 1374 | |
| (Missing) | 1988 |
| Value | Count | Frequency (%) |
| 2 | 1 | < 0.1% |
| 14 | 1 | < 0.1% |
| 30 | 1 | < 0.1% |
| 33 | 1 | < 0.1% |
| 50 | 3 | |
| 53 | 1 | < 0.1% |
| 55 | 1 | < 0.1% |
| 56 | 1 | < 0.1% |
| 57 | 1 | < 0.1% |
| 60 | 5 |
| Value | Count | Frequency (%) |
| 737147 | 1 | < 0.1% |
| 13500 | 1 | < 0.1% |
| 11286 | 1 | < 0.1% |
| 9500 | 1 | < 0.1% |
| 9000 | 7 | |
| 8775 | 1 | < 0.1% |
| 8286 | 1 | < 0.1% |
| 8067.8 | 1 | < 0.1% |
| 8000 | 1 | < 0.1% |
| 7500 | 2 | 0.1% |
carpet_area
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGSKEWED| Distinct | 731 |
|---|---|
| Distinct (%) | 39.1% |
| Missing | 1793 |
| Missing (%) | 48.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2531.753542 |
| Minimum | 15 |
|---|---|
| Maximum | 607936 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.2 KiB |
Quantile statistics
| Minimum | 15 |
|---|---|
| 5-th percentile | 350 |
| Q1 | 845 |
| median | 1300 |
| Q3 | 1790.5 |
| 95-th percentile | 2950 |
| Maximum | 607936 |
| Range | 607921 |
| Interquartile range (IQR) | 945.5 |
Descriptive statistics
| Standard deviation | 22805.78717 |
|---|---|
| Coefficient of variation (CV) | 9.007901754 |
| Kurtosis | 604.2183606 |
| Mean | 2531.753542 |
| Median Absolute Deviation (MAD) | 470 |
| Skewness | 24.32687466 |
| Sum | 4736910.877 |
| Variance | 520103928.6 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1400 | 42 | 1.1% |
| 1800 | 35 | 1.0% |
| 1600 | 35 | 1.0% |
| 1200 | 31 | 0.8% |
| 1500 | 29 | 0.8% |
| 1650 | 28 | 0.8% |
| 1350 | 27 | 0.7% |
| 1300 | 23 | 0.6% |
| 1450 | 22 | 0.6% |
| 1000 | 22 | 0.6% |
| Other values (721) | 1577 | |
| (Missing) | 1793 |
| Value | Count | Frequency (%) |
| 15 | 1 | < 0.1% |
| 33 | 1 | < 0.1% |
| 48 | 1 | < 0.1% |
| 50 | 1 | < 0.1% |
| 59 | 1 | < 0.1% |
| 60 | 1 | < 0.1% |
| 66 | 1 | < 0.1% |
| 72 | 1 | < 0.1% |
| 76.44 | 3 | |
| 77.31 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 607936 | 1 | |
| 569243 | 1 | |
| 514396 | 1 | |
| 64529 | 1 | |
| 64412 | 1 | |
| 58141 | 1 | |
| 54917 | 1 | |
| 48811 | 1 | |
| 45966 | 1 | |
| 34401 | 1 |
study room
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 236.2 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2967 | |
| 1 | 697 | 19.0% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 2967 | |
| 1 | 697 | 19.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 236.2 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2345 | |
| 1 | 1319 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 2345 | |
| 1 | 1319 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
store room
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 236.2 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 3329 | |
| 1 | 335 | 9.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 3329 | |
| 1 | 335 | 9.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
pooja room
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 236.2 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 3014 | |
| 1 | 650 | 17.7% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 3014 | |
| 1 | 650 | 17.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
others
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 236.2 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 3262 | |
| 1 | 402 | 11.0% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 3262 | |
| 1 | 402 | 11.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
furnishing_type
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 236.2 KiB |
| 1 | |
|---|---|
| 0 | |
| 2 | 207 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 2406 | |
| 0 | 1051 | |
| 2 | 207 | 5.6% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1 | 2406 | |
| 0 | 1051 | |
| 2 | 207 | 5.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 161 |
|---|---|
| Distinct (%) | 4.5% |
| Missing | 121 |
| Missing (%) | 3.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 72.39204064 |
| Minimum | 0 |
|---|---|
| Maximum | 174 |
| Zeros | 429 |
| Zeros (%) | 11.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 33 |
| median | 60 |
| Q3 | 111 |
| 95-th percentile | 174 |
| Maximum | 174 |
| Range | 174 |
| Interquartile range (IQR) | 78 |
Descriptive statistics
| Standard deviation | 53.26317381 |
|---|---|
| Coefficient of variation (CV) | 0.7357600828 |
| Kurtosis | -0.9100305762 |
| Mean | 72.39204064 |
| Median Absolute Deviation (MAD) | 39 |
| Skewness | 0.4418276154 |
| Sum | 256485 |
| Variance | 2836.965685 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 429 | 11.7% |
| 49 | 341 | 9.3% |
| 174 | 194 | 5.3% |
| 165 | 55 | 1.5% |
| 38 | 54 | 1.5% |
| 44 | 52 | 1.4% |
| 72 | 51 | 1.4% |
| 60 | 46 | 1.3% |
| 37 | 44 | 1.2% |
| 15 | 41 | 1.1% |
| Other values (151) | 2236 | |
| (Missing) | 121 | 3.3% |
| Value | Count | Frequency (%) |
| 0 | 429 | |
| 5 | 6 | 0.2% |
| 6 | 6 | 0.2% |
| 7 | 41 | 1.1% |
| 8 | 29 | 0.8% |
| 9 | 9 | 0.2% |
| 12 | 6 | 0.2% |
| 13 | 10 | 0.3% |
| 14 | 12 | 0.3% |
| 15 | 41 | 1.1% |
| Value | Count | Frequency (%) |
| 174 | 194 | |
| 169 | 1 | < 0.1% |
| 168 | 9 | 0.2% |
| 167 | 21 | 0.6% |
| 166 | 10 | 0.3% |
| 165 | 55 | 1.5% |
| 161 | 3 | 0.1% |
| 160 | 27 | 0.7% |
| 159 | 23 | 0.6% |
| 158 | 33 | 0.9% |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| property_type | society | sector | price | price_per_sqft | area | areaWithType | bedRoom | bathroom | balcony | floorNum | facing | agePossession | super_built_up_area | built_up_area | carpet_area | study room | servant room | store room | pooja room | others | furnishing_type | luxury_score | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | flat | maa bhagwati residency | sector 7 | 0.45 | 5000.0 | 900.0 | Carpet area: 900 (83.61 sq.m.) | 2 | 2 | 1 | 4.0 | West | Relatively New | NaN | NaN | 900.0 | 0 | 0 | 0 | 0 | 0 | 1 | 28.0 |
| 1 | flat | apna enclave | sector 3 | 0.50 | 7692.0 | 650.0 | Carpet area: 650 (60.39 sq.m.) | 2 | 2 | 1 | 1.0 | West | Old Property | NaN | NaN | 650.0 | 0 | 0 | 0 | 0 | 0 | 0 | 37.0 |
| 2 | flat | tulsiani easy in homes | sohna road | 0.40 | 6722.0 | 595.0 | Carpet area: 595 (55.28 sq.m.) | 2 | 2 | 3 | 12.0 | NaN | New Property | NaN | NaN | 595.0 | 0 | 0 | 0 | 0 | 0 | 1 | 36.0 |
| 3 | flat | smart world orchard | sector 61 | 1.47 | 12250.0 | 1200.0 | Carpet area: 1200 (111.48 sq.m.) | 2 | 2 | 2 | 2.0 | NaN | Undefined | NaN | NaN | 1200.0 | 1 | 0 | 0 | 0 | 0 | 1 | 76.0 |
| 4 | flat | parkwood westend | sector 92 | 0.70 | 5204.0 | 1345.0 | Super Built up area 1345(124.95 sq.m.) | 2 | 2 | 3 | 5.0 | NaN | Under Construction | 1345.0 | NaN | NaN | 1 | 0 | 0 | 0 | 0 | 1 | 0.0 |
| 5 | flat | signature global infinity mall | sector 36 | 0.41 | 6269.0 | 654.0 | Built Up area: 654 (60.76 sq.m.) | 2 | 2 | 3 | 3.0 | NaN | Undefined | NaN | 654.0 | NaN | 0 | 0 | 0 | 0 | 0 | 1 | 0.0 |
| 6 | flat | the cocoon | dwarka expressway | 2.00 | 13333.0 | 1500.0 | Super Built up area 1500(139.35 sq.m.) | 3 | 3 | 3 | 5.0 | NaN | New Property | 1500.0 | NaN | NaN | 0 | 0 | 0 | 0 | 0 | 1 | 0.0 |
| 7 | flat | ats triumph | sector 104 | 1.80 | 7860.0 | 2290.0 | Carpet area: 2290 (212.75 sq.m.) | 3 | 4 | 3 | 14.0 | NaN | New Property | NaN | NaN | 2290.0 | 0 | 0 | 0 | 0 | 0 | 1 | 60.0 |
| 8 | flat | vatika xpressions | sector 88b | 1.10 | 8148.0 | 1350.0 | Built Up area: 1350 (125.42 sq.m.)Carpet area: 1050 sq.ft. (97.55 sq.m.) | 2 | 4 | 3+ | 2.0 | North-East | Under Construction | NaN | 1350.0 | 1050.0 | 1 | 0 | 0 | 0 | 0 | 1 | 58.0 |
| 9 | flat | raheja revanta | sector 78 | 4.75 | 16885.0 | 2813.0 | Built Up area: 2813 (261.34 sq.m.) | 3 | 3 | 2 | 31.0 | NaN | Undefined | NaN | 2813.0 | NaN | 0 | 1 | 0 | 0 | 0 | 1 | 100.0 |
Last rows
| property_type | society | sector | price | price_per_sqft | area | areaWithType | bedRoom | bathroom | balcony | floorNum | facing | agePossession | super_built_up_area | built_up_area | carpet_area | study room | servant room | store room | pooja room | others | furnishing_type | luxury_score | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3654 | house | independent | sector 31 | 3.50 | 24155.0 | 1449.0 | Plot area 161(134.62 sq.m.) | 4 | 3 | 3 | 2.0 | South-West | Moderately Old | NaN | 1449.0 | NaN | 0 | 0 | 1 | 0 | 0 | 0 | NaN |
| 3655 | house | independent | sector 46 | 5.65 | 23870.0 | 2367.0 | Plot area 263(219.9 sq.m.) | 8 | 6 | 3+ | 3.0 | South-West | Moderately Old | NaN | 2367.0 | NaN | 0 | 1 | 0 | 0 | 0 | 0 | NaN |
| 3656 | house | independent | sector 46 | 3.55 | 24500.0 | 1449.0 | Plot area 161(134.62 sq.m.) | 5 | 4 | 3+ | 3.0 | North-West | Moderately Old | NaN | 1449.0 | NaN | 0 | 1 | 0 | 0 | 0 | 0 | NaN |
| 3657 | house | independent | sector 46 | 3.60 | 24845.0 | 1449.0 | Plot area 161(134.62 sq.m.) | 5 | 5 | 3+ | 3.0 | South-East | Moderately Old | NaN | 1449.0 | NaN | 0 | 1 | 0 | 0 | 0 | 0 | NaN |
| 3658 | house | independent | sector 55 | 3.10 | 20026.0 | 1548.0 | Plot area 172(143.81 sq.m.) | 5 | 4 | 3+ | 2.0 | North-East | Moderately Old | NaN | 1548.0 | NaN | 0 | 1 | 1 | 0 | 0 | 0 | NaN |
| 3659 | house | independent | sector 57 | 4.75 | 28787.0 | 1650.0 | Plot area 1600(148.64 sq.m.)Built Up area: 1700 sq.ft. (157.94 sq.m.)Carpet area: 1650 sq.ft. (153.29 sq.m.) | 3 | 3 | 3 | 2.0 | North-West | Moderately Old | NaN | 1700.0 | 1650.0 | 0 | 0 | 1 | 0 | 0 | 0 | NaN |
| 3660 | house | dlf city phase 1 | sector 26 | 5.50 | 30556.0 | 1800.0 | Plot area 200(167.23 sq.m.) | 4 | 4 | 3 | 2.0 | North-East | Moderately Old | NaN | 1800.0 | NaN | 1 | 1 | 0 | 1 | 0 | 1 | NaN |
| 3661 | house | dlf city plots phase 2 | sector 25 | 4.25 | 31481.0 | 1350.0 | Plot area 150(125.42 sq.m.) | 3 | 2 | 3 | 2.0 | North | Old Property | NaN | 1350.0 | NaN | 1 | 0 | 0 | 0 | 0 | 1 | NaN |
| 3662 | house | dlf city phase 1 | sector 26 | 4.50 | 33333.0 | 1350.0 | Plot area 150(125.42 sq.m.) | 3 | 3 | 2 | 2.0 | East | Moderately Old | NaN | 1350.0 | NaN | 1 | 1 | 0 | 0 | 0 | 1 | NaN |
| 3663 | house | dlf city phase 1 | sector 26 | 3.25 | 33129.0 | 981.0 | Plot area 109(91.14 sq.m.) | 3 | 3 | 3 | 2.0 | West | Old Property | NaN | 981.0 | NaN | 1 | 0 | 0 | 0 | 0 | 1 | NaN |